265 research outputs found

    VIRUS ENABLED 3D NANO-ARRAY ELECTRODES FOR INTEGRATED LI/NA-ION MICROBATTERIES

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    Multilayers of functional materials (carbon/electrode/nickel) were hierarchically architectured over tobacco mosaic virus (TMV) templates that were genetically modified to self-assemble in a vertical manner on current-collectors for battery applications. The spaces formed between individual rods effectively accommodated the volume expansion and contraction of electrodes during charge/discharge, while surface carbon coating engineered over these nanorods further enhance the electronic conductivity. The microbattery based on self aligned nanoforests with precise arrangement of various auxiliary material layers including a central nanometric metal core as direct electronic pathway to current collector, can deliver high energy density and stable cycling stability. C/LiFePO4/Ni/TMV nanoforest cathodes for Li-ion batteries and C/Sn/Ni/TMV nanoforest anodes for Na-ion batteries were assembled using physical sputtering deposition. Both 3D nanoforest electrodes show exceptional cycling stability and rate capability

    Incompressible Limit of a Compressible Liquid Crystals System

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    This article is devoted to the study of the so-called incompressible limit for solutions of the compressible liquid crystals system. We consider the problem in the whole space RN\mathbb{R}^{\mathbb{N}} and a bounded domain of RN\mathbb{R}^{\mathbb{N}} with Dirichlet boundary conditions. Here the number of dimension N=2\mathbb{N}=2 or 3

    The Environmental Impact of Plastic Waste

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    The pollution caused by disposable plastic products is becoming more and more serious, and β€œplastic limit” has become a global consensus. This article mainly discusses the pollution problem from the following aspects: Integrate all relevant important indicators to establish a multiple regression model of the maximum amount of disposable plastic waste to estimate the maximum amount of disposable waste in the future without causing further damage to the environment; Establish an environmental safety level evaluation model and analyze the impact of plastic waste on environmental safety; Try to set the lowest level target that can be achieved by global waste at this stage, and conduct correlation analysis on the impact of humans, enterprises, and the environment; Select several countries based on their comprehensive strengths, conduct a comparative analysis of their plastic production, economic strength, and environment, and try to explore their responsibilities

    Solution on strong partition of 22-balanced regular multipartite tournaments

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    We call a partition of a cc-partite tournament into tournaments of order cc is strong if each tournament is strongly connected. The strong partition number denoted as ST(r)ST(r), represents the minimum integer cβ€²c' such that every regular rr-balanced cc-partite tournament has a strong partition with cβ‰₯cβ€²c\geq c'. Figueroa, Montellano-Ballesteros and Olsen showed the existence of ST(r)ST(r) for all rβ‰₯2r\geq 2 and proved that 5≀ST(2)≀75\leq ST(2)\leq 7. In this note, we establish that ST(2)=6ST(2)=6 and we also show the unique 22-balanced 55-partite tournament which has no strong partition.Comment: 10 pages, 6 figure

    On degree power sum in PkP_k-free graphs

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    Let GG be a graph on nn vertices with degree sequence (d1,d2......dn)(d_1,d_2......d_n). For a real pβ‰₯1p \geq 1, let Dp(G)=βˆ‘i=1ndipD_p(G)=\sum_{i=1}^nd_i^p. A Tur\'an-type problem of degree power sum was initiated by Caro and Yuster \cite{caro2000degpower}: determining the function D_p(n,H) :=\max \{D_p(G): \text{Gisan is an nβˆ’vertex-vertex H-free graph}\}. They obtained some exact values for certain graphs HH. For a path PkP_k, they mentioned that ``a close examination of the proof of Theorem 1.2 shows that the value of n0(k)n_0(k) in the statement of the theorem is O(k2)O(k^2)", namely, they could show the nn-vertex PkP_k-free graph with maximum degree power sum is Wn,kβˆ’1,⌊k2βŒ‹βˆ’1=K⌊k2βŒ‹βˆ’1∨((nβˆ’βŒˆk2βŒ‰)K1βˆͺK1+kβˆ’2⌊k2βŒ‹)W_{n,k-1,\lfloor \frac{k}{2} \rfloor -1} = K_{\lfloor \frac{k}{2} \rfloor -1} \vee \left((n - \lceil \frac{k}{2} \rceil)K_1 \cup K_{1+k-2\lfloor \frac{k}{2} \rfloor} \right) when nβ‰₯ck2n \geq c k^2 for some constant cc. In this note, we improve their result to a linear size of kk by a different approach. The bound is tight up to a constant factor.Comment: 6 page

    CBISI-LSTM Deep Learning Model for Short-term Cross-border Capital Flow Prediction

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    With the drastic fluctuation of the international financial market in recent years, the cross-border capital flow between Shanghai and Hong Kong has become increasingly active. The lack of effective and timely tracking monitoring and scientific management of cross-border capital flow in the capital market will seriously affect the overall financial security of China\u27s economy. This paper constructs the cross-border investor sentiment index CBISI based on principal component analysis and analyzes the impact of cross-border investor sentiment and cross-border capital flows by constructing the VAR model. In addition, CBISI is used as part of the input variable of LSTM to forecast the cross-border capital flow (NF). The findings of the study indicate that changes in cross-border investor sentiment will have a significant short-term impact on cross-border capital flows, and the addition of CBISI will improve the accuracy of cross-border flow estimates
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